Publikationen

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Krzysztof Adamkiewicz; Brian Moser; Stanislav Frolov; Tobias Christian Nauen; Federico Raue; Andreas Dengel
When Pretty Isn’t Useful: Investigating Why Modern Text-to-Image Models Fail as Reliable Training Data Generators
In: The IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR). International Conference on Computer Vision and Pattern Recognition (CVPR-2026), June 3-7, Denver, Colorado, USA, IEEE, 2026.
Vijul Shah; Brian Moser; Ko Watanabe; Andreas Dengel
Webcam-Based Pupil Diameter Prediction Benefits from Upscaling
In: Proceedings of the 17th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART. International Conference on Agents and Artificial Intelligence (ICAART), located at ICAART-2025, February 23-25, Porto, Portugal, Pages 376-385, ISBN 978-989-758-737-5, SciTePress, 2025.
Brian B Moser; Stanislav Frolov; Federico Raue; Sebastian Palacio; Andreas Dengel
Dynamic Attention-Guided Diffusion for Image Super-Resolution
In: IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). IEEE Winter Conference on Applications of Computer Vision (WACV-2025), February 28 - March 5, Tucson, Arizona, USA, IEEE, 2025.
Brian Moser; Federico Raue; Tobias Christian Nauen; Stanislav Frolov; Andreas Dengel
Distill the Best, Ignore the Rest: Improving Dataset Distillation with Loss-Value-Based Pruning
In: International Joint Conference on Neural Networks. International Joint Conference on Neural Networks (IJCNN-2025), International Joint Conference on Neural Networks, June 30 - July 5, Rome, Italy, IEEE, 2025.
Ryugo Morita; Stanislav Frolov; Brian Moser; Takahiro Shirakawa; Ko Watanabe; Andreas Dengel; Jinjia Zhou
TKG-DM: Training-free Chroma Key Content Generation Diffusion Model
In: The IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR). International Conference on Computer Vision and Pattern Recognition (CVPR-2025), June 11-15, Nashville, Tennessee, USA, IEEE, 2025.
Ashitha Mudraje; Brian Moser; Stanislav Frolov; Andreas Dengel
Multi-Label Scene Classification in Remote Sensing Benefits from Image Super-Resolution
In: IEEE International Geoscience and Remote Sensing Symposium. IEEE International Geoscience and Remote Sensing Symposium (IGARSS-2025), August 3-8, BRISBANE, Australia, IEEE, 2025.
Brian Moser; Stanislav Frolov; Tobias Christian Nauen; Federico Raue; Andreas Dengel
When 512x512 Is Not Enough: Local Degradation-Aware Multi-Diffusion for Extreme Image Super-Resolution
In: IEEE International Conference on Image Processing. IEEE International Conference on Image Processing (ICIP-2025), September 14-17, Anchorage, Alaska, USA, IEEE, 2025.
Brian Moser; Arundhati Shanbhag; Stanislav Frolov; Federico Raue; Joachim Folz; Andreas Dengel
A Coreset Selection of Coreset Selection Literature: Introduction and Recent Advances
In: ArXiv e-prints (arxiv), Vol. arxiv, Pages 0-0, arxiv, 2025.
Brian Moser; Federico Raue; Sebastian Palacio; Stanislav Frolov; Andreas Dengel
Unlocking Dataset Distillation with Diffusion Models
In: NeurIPS. Neural Information Processing Systems (NeurIPS-2025), December 2-7, San Diego, USA, NeurIPS, 2025.
Brian Moser; Federico Raue; Andreas Dengel
A Study in Dataset Pruning for Image Super-Resolution
In: ICANN 2024. International Conference on Artificial Neural Networks (ICANN-2024), Lugano, Switzerland, Springer, 2024.